AI-enabled ECG
Artificial intelligence applied to electrocardiograms to detect or predict disease.
Papers per year
Each bar is 12 months; the last one ends 17 Oct 2026. New trials in the same years: 36, 42, 55, 80, 96.
All papers from the last 12 months
1,259 papers (18 Oct 2025 – 17 Oct 2026), newest first. Loading the full list…
- A Dual Soft Attention Network for Automatic Sleep Staging via Single-Lead Electrocardiogram SignalsInt J Neural Syst2027 FebPMID 42711831
- Beyond myocardial infarction: Point-of-care cardiac troponin biosensors for heart failure prognosis and remote monitoringBioelectrochemistry2027 FebPMID 42612493Review
- Learning general representation of 12-lead ECG with a joint-embedding predictive architectureNeural Netw2027 JanPMID 42442245
- Language-supervised electrocardiogram interpretation with vision transformerHealth Inf Sci Syst2026 DecPMID 42876871
- Flexible framework for generating synthetic electrocardiograms and photoplethysmograms using a parametrized modelComput Methods Programs Biomed2026 DecPMID 42777595
- Research trends and emerging themes in artificial intelligence and cardiology: A bibliometric analysis of highly cited publicationsCurr Probl Cardiol2026 DecPMID 42716324Review
- Memristor-based echo state network for ECG classification: optimizing accuracy and efficiency with different architecturesCogn Neurodyn2026 DecPMID 42703253
- AI-based multimodal analysis of ECG and clinical data for evaluation for competitive sports participation: The VALETUDO trialInt J Cardiol2026 Dec 1PMID 42668095
- IoT-based ECG arrhythmia detection and classification model using an optimization based hybrid deep capsule stacked autoencoderComput Biol Chem2026 DecPMID 42628486
- Agreement and workflow efficiency of AI-based coronary artery calcification quantification in lung cancer screening: Comparison with semi-automated and visual assessmentEur J Radiol Open2026 DecPMID 42502844
More cardiology trends
All specialties →CT-derived FFR
Fractional flow reserve estimated from coronary CT angiography.
ATTR amyloid cardiomyopathy
Heart disease caused by transthyretin amyloid deposits, and its diagnosis and treatment.
HFpEF
Heart failure with preserved ejection fraction.
TAVR / TAVI
Transcatheter aortic valve replacement for aortic stenosis.
SGLT2 inhibitors in heart failure
Use of SGLT2 inhibitors such as dapagliflozin and empagliflozin across heart failure types.
Cardiac myosin inhibitors
Drugs such as mavacamten and aficamten for hypertrophic cardiomyopathy.
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How these numbers are counted
PubMed query, searched in titles and abstracts by publication date:
("artificial intelligence"[tiab] OR "deep learning"[tiab] OR "machine learning"[tiab]) AND (ECG[tiab] OR electrocardiogram*[tiab])Trials: ClinicalTrials.gov studies first submitted in each 12-month window that match the same terms. A query can miss synonyms or catch unrelated papers, so treat counts as approximate.